Text and Data Processing

from typing import Dict, Any, List, Optional, Union, Pattern, Match

class JmcomicText:
    """
    Text processing utilities for URL parsing, domain extraction, and ID parsing.
    
    Provides essential text manipulation functions for working with JMComic
    URLs, domain names, and content identifiers.
    
    Static Methods:
    - parse_to_jm_id(text): Parse text to extract JM IDs
    - extract_domain(url): Extract domain from URL
    - normalize_url(url): Normalize URL format
    - is_valid_jm_id(jm_id): Validate JM ID format
    - parse_album_id(text): Extract album ID from text
    - parse_photo_id(text): Extract photo ID from text
    - clean_filename(filename): Clean filename for filesystem
    - format_title(title): Format title for display
    """
    
    @staticmethod
    def parse_to_jm_id(text: Union[str, int]) -> str:
        """
        Parse text or URL to extract JM ID.
        
        Handles various input formats including URLs, raw IDs,
        and text containing IDs.
        
        Parameters:
        - text: str or int - Text containing JM ID
        
        Returns:
        str - Extracted and normalized JM ID
        
        Raises:
        ValueError - If no valid ID found
        """
    
    @staticmethod
    def extract_domain(url: str) -> str:
        """
        Extract domain from URL.
        
        Parameters:
        - url: str - URL to parse
        
        Returns:
        str - Extracted domain name
        """
    
    @staticmethod
    def normalize_url(url: str) -> str:
        """
        Normalize URL format for consistent processing.
        
        Parameters:
        - url: str - URL to normalize
        
        Returns:
        str - Normalized URL
        """
    
    @staticmethod
    def is_valid_jm_id(jm_id: Union[str, int]) -> bool:
        """
        Validate JM ID format.
        
        Parameters:
        - jm_id: str or int - ID to validate
        
        Returns:
        bool - True if valid JM ID format
        """
    
    @staticmethod
    def clean_filename(filename: str) -> str:
        """
        Clean filename for filesystem compatibility.
        
        Removes or replaces invalid characters for safe file operations.
        
        Parameters:
        - filename: str - Original filename
        
        Returns:
        str - Cleaned filename safe for filesystem
        """

# Parse various ID formats
jm_id = JmcomicText.parse_to_jm_id("https://example.com/album/123456")
jm_id = JmcomicText.parse_to_jm_id("123456")
jm_id = JmcomicText.parse_to_jm_id("Album ID: 123456")

# Validate IDs
is_valid = JmcomicText.is_valid_jm_id("123456")

# Clean filenames
safe_filename = JmcomicText.clean_filename("Album: Title with/invalid\\chars")

class PatternTool:
    """
    Regular expression utilities for HTML parsing and data extraction.
    
    Provides pre-compiled patterns and matching utilities for
    extracting structured data from HTML pages.
    
    Class Attributes:
    - ALBUM_ID_PATTERN: Pattern - Regex for album ID extraction
    - PHOTO_ID_PATTERN: Pattern - Regex for photo ID extraction
    - IMAGE_URL_PATTERN: Pattern - Regex for image URL extraction
    - TITLE_PATTERN: Pattern - Regex for title extraction
    
    Static Methods:
    - match_album_info(html): Extract album information from HTML
    - match_photo_info(html): Extract photo information from HTML
    - match_image_urls(html): Extract image URLs from HTML
    - find_all_matches(pattern, text): Find all regex matches
    """
    
    @staticmethod
    def match_album_info(html: str) -> Dict[str, Any]:
        """
        Extract album information from HTML content.
        
        Parameters:
        - html: str - HTML content to parse
        
        Returns:
        dict - Extracted album information
        """
    
    @staticmethod
    def match_photo_info(html: str) -> Dict[str, Any]:
        """
        Extract photo information from HTML content.
        
        Parameters:
        - html: str - HTML content to parse
        
        Returns:
        dict - Extracted photo information
        """
    
    @staticmethod
    def match_image_urls(html: str) -> List[str]:
        """
        Extract image URLs from HTML content.
        
        Parameters:
        - html: str - HTML content to parse
        
        Returns:
        List[str] - List of extracted image URLs
        """
    
    @staticmethod
    def find_all_matches(pattern: Pattern, text: str) -> List[Match]:
        """
        Find all regex matches in text.
        
        Parameters:
        - pattern: Pattern - Compiled regex pattern
        - text: str - Text to search
        
        Returns:
        List[Match] - List of regex match objects
        """

class JmPageTool:
    """
    HTML page parsing and data extraction utilities.
    
    Provides high-level functions for parsing JMComic HTML pages
    and extracting structured data for albums, photos, and searches.
    
    Static Methods:
    - parse_album_page(html): Parse album detail page
    - parse_photo_page(html): Parse photo detail page  
    - parse_search_page(html): Parse search results page
    - parse_category_page(html): Parse category listing page
    - extract_pagination(html): Extract pagination information
    - extract_metadata(html): Extract page metadata
    """
    
    @staticmethod
    def parse_album_page(html: str) -> 'JmAlbumDetail':
        """
        Parse album detail page HTML to extract album information.
        
        Parameters:
        - html: str - Album page HTML content
        
        Returns:
        JmAlbumDetail - Parsed album with metadata and episodes
        """
    
    @staticmethod
    def parse_photo_page(html: str) -> 'JmPhotoDetail':
        """
        Parse photo detail page HTML to extract photo information.
        
        Parameters:
        - html: str - Photo page HTML content
        
        Returns:
        JmPhotoDetail - Parsed photo with metadata and images
        """
    
    @staticmethod
    def parse_search_page(html: str) -> 'JmSearchPage':
        """
        Parse search results page HTML.
        
        Parameters:
        - html: str - Search page HTML content
        
        Returns:
        JmSearchPage - Parsed search results with albums and pagination
        """
    
    @staticmethod
    def extract_pagination(html: str) -> Dict[str, Any]:
        """
        Extract pagination information from page.
        
        Parameters:
        - html: str - HTML content with pagination
        
        Returns:
        dict - Pagination data (current_page, total_pages, has_next, etc.)
        """

class JmApiAdaptTool:
    """
    API response adaptation and transformation utilities.
    
    Handles conversion between different API response formats and
    standardizes data structures across client types.
    
    Static Methods:
    - adapt_album_response(response): Adapt album API response
    - adapt_photo_response(response): Adapt photo API response
    - adapt_search_response(response): Adapt search API response
    - normalize_response_data(data): Normalize response data format
    - validate_api_response(response): Validate API response structure
    """
    
    @staticmethod
    def adapt_album_response(response: Dict[str, Any]) -> 'JmAlbumDetail':
        """
        Adapt album API response to standard format.
        
        Parameters:
        - response: dict - Raw API response data
        
        Returns:
        JmAlbumDetail - Standardized album entity
        """
    
    @staticmethod
    def adapt_photo_response(response: Dict[str, Any]) -> 'JmPhotoDetail':
        """
        Adapt photo API response to standard format.
        
        Parameters:
        - response: dict - Raw API response data
        
        Returns:
        JmPhotoDetail - Standardized photo entity
        """
    
    @staticmethod
    def normalize_response_data(data: Dict[str, Any]) -> Dict[str, Any]:
        """
        Normalize response data format across different APIs.
        
        Parameters:
        - data: dict - Raw response data
        
        Returns:
        dict - Normalized data structure
        """

class JmImageTool:
    """
    Image processing, decryption, and format conversion utilities.
    
    Provides tools for handling scrambled images, format conversion,
    and image manipulation operations.
    
    Static Methods:
    - decrypt_image(image_data, scramble_id): Decrypt scrambled image
    - is_image_scrambled(image_data): Check if image is scrambled
    - convert_image_format(image_data, target_format): Convert image format
    - resize_image(image_data, width, height): Resize image
    - get_image_info(image_data): Get image metadata
    - merge_images_vertical(images): Merge images vertically
    - optimize_image(image_data): Optimize image for size
    """
    
    @staticmethod
    def decrypt_image(image_data: bytes, scramble_id: int) -> bytes:
        """
        Decrypt scrambled image data.
        
        JMComic images are sometimes scrambled for protection.
        This function reverses the scrambling process.
        
        Parameters:
        - image_data: bytes - Scrambled image data
        - scramble_id: int - Scramble algorithm identifier
        
        Returns:
        bytes - Decrypted image data
        """
    
    @staticmethod
    def is_image_scrambled(image_data: bytes) -> bool:
        """
        Check if image data is scrambled.
        
        Parameters:
        - image_data: bytes - Image data to check
        
        Returns:
        bool - True if image appears to be scrambled
        """
    
    @staticmethod
    def convert_image_format(image_data: bytes, target_format: str) -> bytes:
        """
        Convert image to different format.
        
        Parameters:
        - image_data: bytes - Original image data
        - target_format: str - Target format ('JPEG', 'PNG', 'WEBP')
        
        Returns:
        bytes - Converted image data
        """
    
    @staticmethod
    def get_image_info(image_data: bytes) -> Dict[str, Any]:
        """
        Get image metadata and properties.
        
        Parameters:
        - image_data: bytes - Image data
        
        Returns:
        dict - Image information (width, height, format, size)
        """
    
    @staticmethod
    def merge_images_vertical(images: List[bytes]) -> bytes:
        """
        Merge multiple images vertically into single image.
        
        Parameters:
        - images: List[bytes] - List of image data to merge
        
        Returns:
        bytes - Merged image data
        """

class JmCryptoTool:
    """
    Encryption/decryption utilities for API communications.
    
    Handles the encryption protocols used by JMComic mobile API
    and provides security functions for data protection.
    
    Static Methods:
    - encrypt_api_request(data): Encrypt API request data
    - decrypt_api_response(encrypted_data): Decrypt API response
    - generate_request_signature(data): Generate request signature
    - validate_response_signature(response): Validate response signature
    - hash_password(password): Hash password for authentication
    """
    
    @staticmethod
    def encrypt_api_request(data: Dict[str, Any]) -> bytes:
        """
        Encrypt API request data using JMComic protocol.
        
        Parameters:
        - data: dict - Request data to encrypt
        
        Returns:
        bytes - Encrypted request data
        """
    
    @staticmethod
    def decrypt_api_response(encrypted_data: bytes) -> Dict[str, Any]:
        """
        Decrypt API response data using JMComic protocol.
        
        Parameters:
        - encrypted_data: bytes - Encrypted response data
        
        Returns:
        dict - Decrypted response data
        """
    
    @staticmethod
    def generate_request_signature(data: Dict[str, Any]) -> str:
        """
        Generate request signature for API authentication.
        
        Parameters:
        - data: dict - Request data
        
        Returns:
        str - Generated signature
        """
    
    @staticmethod
    def validate_response_signature(response: Dict[str, Any]) -> bool:
        """
        Validate response signature for data integrity.
        
        Parameters:
        - response: dict - API response with signature
        
        Returns:
        bool - True if signature is valid
        """

# Text processing
jm_id = JmcomicText.parse_to_jm_id("https://jmcomic.example/album/123456")
clean_name = JmcomicText.clean_filename("Album: Title/with\\invalid*chars")

# HTML parsing
album_info = PatternTool.match_album_info(html_content)
image_urls = PatternTool.match_image_urls(photo_html)

# Page processing
album = JmPageTool.parse_album_page(album_html)
search_results = JmPageTool.parse_search_page(search_html)

# Image processing
decrypted_image = JmImageTool.decrypt_image(scrambled_data, scramble_id)
image_info = JmImageTool.get_image_info(image_data)
converted_image = JmImageTool.convert_image_format(image_data, 'JPEG')

# API processing
album = JmApiAdaptTool.adapt_album_response(api_response)
normalized_data = JmApiAdaptTool.normalize_response_data(raw_data)

# Cryptographic operations
encrypted_request = JmCryptoTool.encrypt_api_request(request_data)
decrypted_response = JmCryptoTool.decrypt_api_response(encrypted_response)